Efficient, transparent deep learning in hundreds of lines of code.
-
Updated
Apr 25, 2019 - MATLAB
#
sgd
Here are 9 public repositories matching this topic...
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
machine-learning big-data optimization matlab linear-regression machine-learning-algorithms sgd classification logistic-regression gradient optimization-algorithms online-learning gradient-descent-algorithm variance-reduction stochastic-gradient-descent newtons-method stochastic-optimization-algorithms quasi-newton softmax-classification svrg
-
Updated
May 11, 2023 - MATLAB
Riemannian stochastic optimization algorithms: Version 1.0.3
machine-learning big-data optimization machine-learning-algorithms constrained-optimization sgd manifold nonlinear-optimization optimization-algorithms large-scale-learning online-learning stochastic-optimizers variance-reduction stochastic-gradient-descent nonlinear-optimization-algorithms stochastic-optimization riemannian-manifold riemannian-optimization non-convex-optimization
-
Updated
Jan 5, 2023 - MATLAB
Simple MATLAB toolbox for deep learning network: Version 1.0.3
machine-learning deep-neural-networks big-data deep-learning optimization matlab machine-learning-algorithms sgd convolutional-layers convolutional-neural-networks adam adagrad variance-reduction stochastic-gradient-descent forward-backward stochastic-optimization softmax-layer relu-layer sgd-optimizer sgd-momentum
-
Updated
Apr 16, 2019 - MATLAB
Several classic optimization solvers are implemented in Matlab
-
Updated
Nov 15, 2018 - MATLAB
Stochastic Gradient Descent implementation for SoftSVM
-
Updated
Dec 4, 2020 - MATLAB
Official code for "Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion", NeurIPS 2022.
-
Updated
Oct 19, 2022 - MATLAB
IE 510 project
-
Updated
Nov 4, 2018 - MATLAB
-
Updated
Apr 10, 2017 - MATLAB
Improve this page
Add a description, image, and links to the sgd topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the sgd topic, visit your repo's landing page and select "manage topics."